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jrzaurin / pytorch-widedeep

A flexible package for multimodal-deep-learning to combine tabular data with text and images using Wide and Deep models in Pytorch
Apache License 2.0
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Num embeddings #200

Closed jrzaurin closed 9 months ago

jrzaurin commented 9 months ago

Added two new methods to embed continuous columns, described in the paper: On Embeddings for Numerical Features in Tabular Deep Learning.

Namely:

  1. Piecewise
  2. Periodic

This involved a series of adaptations to all existing models